House price - profiling

Dataset statistics

Number of variables	44
Number of observations	137
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	45.6 KiB
Average record size in memory	341.0 B

Variable types

Categorical	7
Numeric	37

Alerts

`P1` is highly overall correlated with `P2` and 10 other fields	High correlation
`P2` is highly overall correlated with `P1` and 10 other fields	High correlation
`P3` is highly overall correlated with `P7` and 9 other fields	High correlation
`P4` is highly overall correlated with `P1` and 7 other fields	High correlation
`P5` is highly overall correlated with `P4` and 1 other fields	High correlation
`P6` is highly overall correlated with `P1` and 6 other fields	High correlation
`P7` is highly overall correlated with `P1` and 14 other fields	High correlation
`P8` is highly overall correlated with `P3` and 5 other fields	High correlation
`P11` is highly overall correlated with `P19` and 3 other fields	High correlation
`P12` is highly overall correlated with `P3` and 6 other fields	High correlation
`P14` is highly overall correlated with `P15` and 15 other fields	High correlation
`P15` is highly overall correlated with `P14` and 15 other fields	High correlation
`P16` is highly overall correlated with `P14` and 16 other fields	High correlation
`P17` is highly overall correlated with `P14` and 15 other fields	High correlation
`P18` is highly overall correlated with `P14` and 16 other fields	High correlation
`P19` is highly overall correlated with `P1` and 10 other fields	High correlation
`P20` is highly overall correlated with `P1` and 10 other fields	High correlation
`P21` is highly overall correlated with `P1` and 10 other fields	High correlation
`P23` is highly overall correlated with `P1` and 8 other fields	High correlation
`P24` is highly overall correlated with `P14` and 15 other fields	High correlation
`P25` is highly overall correlated with `P14` and 15 other fields	High correlation
`P26` is highly overall correlated with `P14` and 15 other fields	High correlation
`P27` is highly overall correlated with `P14` and 15 other fields	High correlation
`P28` is highly overall correlated with `P1` and 11 other fields	High correlation
`P29` is highly overall correlated with `P8` and 3 other fields	High correlation
`P30` is highly overall correlated with `P14` and 16 other fields	High correlation
`P31` is highly overall correlated with `P14` and 15 other fields	High correlation
`P32` is highly overall correlated with `P14` and 15 other fields	High correlation
`P33` is highly overall correlated with `P14` and 16 other fields	High correlation
`P34` is highly overall correlated with `P14` and 15 other fields	High correlation
`P35` is highly overall correlated with `P14` and 16 other fields	High correlation
`P36` is highly overall correlated with `P14` and 16 other fields	High correlation
`P37` is highly overall correlated with `P14` and 16 other fields	High correlation
`Year` is highly overall correlated with `Years Old`	High correlation
`Years Old` is highly overall correlated with `Year`	High correlation
`City` is highly overall correlated with `City Group`	High correlation
`City Group` is highly overall correlated with `P2` and 1 other fields	High correlation
`Type` is highly overall correlated with `P3` and 8 other fields	High correlation
`P9` is highly overall correlated with `P1` and 16 other fields	High correlation
`P10` is highly overall correlated with `P1` and 14 other fields	High correlation
`P13` is highly overall correlated with `P3` and 5 other fields	High correlation
`revenue` has unique values	Unique
`P14` has 88 (64.2%) zeros	Zeros
`P15` has 88 (64.2%) zeros	Zeros
`P16` has 88 (64.2%) zeros	Zeros
`P17` has 88 (64.2%) zeros	Zeros
`P18` has 88 (64.2%) zeros	Zeros
`P24` has 88 (64.2%) zeros	Zeros
`P25` has 88 (64.2%) zeros	Zeros
`P26` has 88 (64.2%) zeros	Zeros
`P27` has 89 (65.0%) zeros	Zeros
`P29` has 2 (1.5%) zeros	Zeros
`P30` has 88 (64.2%) zeros	Zeros
`P31` has 88 (64.2%) zeros	Zeros
`P32` has 88 (64.2%) zeros	Zeros
`P33` has 88 (64.2%) zeros	Zeros
`P34` has 88 (64.2%) zeros	Zeros
`P35` has 88 (64.2%) zeros	Zeros
`P36` has 88 (64.2%) zeros	Zeros
`P37` has 88 (64.2%) zeros	Zeros

Reproduction

Analysis started	2023-08-21 14:42:35.682176
Analysis finished	2023-08-21 14:46:51.861573
Duration	4 minutes and 16.18 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

City
Categorical

HIGH CORRELATION

Distinct	34
Distinct (%)	24.8%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

İstanbul	50
Ankara	19
İzmir	9
Bursa	5
Samsun	5
Other values (29)	49

Length

Max length	14
Median length	10
Mean length	7.0437956
Min length	4

Characters and Unicode

Total characters	965
Distinct characters	38
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18 ?
Unique (%)	13.1%

Sample

1st row	İstanbul
2nd row	Ankara
3rd row	Diyarbakır
4th row	Tokat
5th row	Gaziantep

Common Values

Value	Count	Frequency (%)
İstanbul	50	36.5%
Ankara	19	13.9%
İzmir	9	6.6%
Bursa	5	3.6%
Samsun	5	3.6%
Sakarya	4	2.9%
Antalya	4	2.9%
Kayseri	3	2.2%
Eskişehir	3	2.2%
Adana	3	2.2%
Other values (24)	32	23.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
i̇stanbul	50	36.5%
ankara	19	13.9%
i̇zmir	9	6.6%
bursa	5	3.6%
samsun	5	3.6%
sakarya	4	2.9%
antalya	4	2.9%
kayseri	3	2.2%
eskişehir	3	2.2%
adana	3	2.2%
Other values (24)	32	23.4%

Most occurring characters

Value	Count	Frequency (%)
a	166	17.2%
n	94	9.7%
s	72	7.5%
u	65	6.7%
l	64	6.6%
r	63	6.5%
İ	59	6.1%
t	59	6.1%
b	56	5.8%
k	38	3.9%
Other values (28)	229	23.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	828	85.8%
Uppercase Letter	137	14.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	166	20.0%
n	94	11.4%
s	72	8.7%
u	65	7.9%
l	64	7.7%
r	63	7.6%
t	59	7.1%
b	56	6.8%
k	38	4.6%
i	33	4.0%
Other values (14)	118	14.3%

Uppercase Letter

Value	Count	Frequency (%)
İ	59	43.1%
A	30	21.9%
K	10	7.3%
S	9	6.6%
B	7	5.1%
T	6	4.4%
E	5	3.6%
D	4	2.9%
M	2	1.5%
G	1	0.7%
Other values (4)	4	2.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	965	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	166	17.2%
n	94	9.7%
s	72	7.5%
u	65	6.7%
l	64	6.6%
r	63	6.5%
İ	59	6.1%
t	59	6.1%
b	56	5.8%
k	38	3.9%
Other values (28)	229	23.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	884	91.6%
None	81	8.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	166	18.8%
n	94	10.6%
s	72	8.1%
u	65	7.4%
l	64	7.2%
r	63	7.1%
t	59	6.7%
b	56	6.3%
k	38	4.3%
i	33	3.7%
Other values (22)	174	19.7%

None

Value	Count	Frequency (%)
İ	59	72.8%
ı	9	11.1%
ğ	6	7.4%
ş	4	4.9%
ü	2	2.5%
Ş	1	1.2%

City Group
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

Big Cities	78
Other	59

Length

Max length	10
Median length	10
Mean length	7.8467153
Min length	5

Characters and Unicode

Total characters	1075
Distinct characters	11
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Big Cities
2nd row	Big Cities
3rd row	Other
4th row	Other
5th row	Other

Common Values

Value	Count	Frequency (%)
Big Cities	78	56.9%
Other	59	43.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
big	78	36.3%
cities	78	36.3%
other	59	27.4%

Most occurring characters

Value	Count	Frequency (%)
i	234	21.8%
t	137	12.7%
e	137	12.7%
B	78	7.3%
g	78	7.3%
	78	7.3%
C	78	7.3%
s	78	7.3%
O	59	5.5%
h	59	5.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	782	72.7%
Uppercase Letter	215	20.0%
Space Separator	78	7.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	234	29.9%
t	137	17.5%
e	137	17.5%
g	78	10.0%
s	78	10.0%
h	59	7.5%
r	59	7.5%

Uppercase Letter

Value	Count	Frequency (%)
B	78	36.3%
C	78	36.3%
O	59	27.4%

Space Separator

Value	Count	Frequency (%)
	78	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	997	92.7%
Common	78	7.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	234	23.5%
t	137	13.7%
e	137	13.7%
B	78	7.8%
g	78	7.8%
C	78	7.8%
s	78	7.8%
O	59	5.9%
h	59	5.9%
r	59	5.9%

Common

Value	Count	Frequency (%)
	78	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1075	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	234	21.8%
t	137	12.7%
e	137	12.7%
B	78	7.3%
g	78	7.3%
	78	7.3%
C	78	7.3%
s	78	7.3%
O	59	5.5%
h	59	5.5%

Type
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

FC	76
IL	60
DT	1

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	274
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.7%

Sample

1st row	IL
2nd row	FC
3rd row	IL
4th row	IL
5th row	IL

Common Values

Value	Count	Frequency (%)
FC	76	55.5%
IL	60	43.8%
DT	1	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
fc	76	55.5%
il	60	43.8%
dt	1	0.7%

Most occurring characters

Value	Count	Frequency (%)
F	76	27.7%
C	76	27.7%
I	60	21.9%
L	60	21.9%
D	1	0.4%
T	1	0.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	274	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
F	76	27.7%
C	76	27.7%
I	60	21.9%
L	60	21.9%
D	1	0.4%
T	1	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	274	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
F	76	27.7%
C	76	27.7%
I	60	21.9%
L	60	21.9%
D	1	0.4%
T	1	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	274	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
F	76	27.7%
C	76	27.7%
I	60	21.9%
L	60	21.9%
D	1	0.4%
T	1	0.4%

P1
Real number (ℝ)

HIGH CORRELATION

Distinct	8
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.0145985

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.9103906
Coefficient of variation (CV)	0.72495184
Kurtosis	2.5805491
Mean	4.0145985
Median Absolute Deviation (MAD)	1
Skewness	1.8414122
Sum	550
Variance	8.4703736
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
2	36	26.3%
4	35	25.5%
3	31	22.6%
12	12	8.8%
1	9	6.6%
6	6	4.4%
9	4	2.9%
5	4	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	9	6.6%
2	36	26.3%
3	31	22.6%
4	35	25.5%
5	4	2.9%
6	6	4.4%
9	4	2.9%
12	12	8.8%

Value	Count	Frequency (%)
12	12	8.8%
9	4	2.9%
6	6	4.4%
5	4	2.9%
4	35	25.5%
3	31	22.6%
2	36	26.3%
1	9	6.6%

P2
Real number (ℝ)

HIGH CORRELATION

Distinct	8
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.4087591

Minimum	1
Maximum	7.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	4
median	5
Q3	5
95-th percentile	7.5
Maximum	7.5
Range	6.5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.5149002
Coefficient of variation (CV)	0.34361148
Kurtosis	0.3335097
Mean	4.4087591
Median Absolute Deviation (MAD)	1
Skewness	0.040051506
Sum	604
Variance	2.2949227
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
5	51	37.2%
4	34	24.8%
3	15	10.9%
7.5	13	9.5%
2	11	8.0%
6	5	3.6%
1	5	3.6%
4.5	3	2.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	5	3.6%
2	11	8.0%
3	15	10.9%
4	34	24.8%
4.5	3	2.2%
5	51	37.2%
6	5	3.6%
7.5	13	9.5%

Value	Count	Frequency (%)
7.5	13	9.5%
6	5	3.6%
5	51	37.2%
4.5	3	2.2%
4	34	24.8%
3	15	10.9%
2	11	8.0%
1	5	3.6%

P3
Real number (ℝ)

HIGH CORRELATION

Distinct	8
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.3175182

Minimum	0
Maximum	7.5
Zeros	1
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	4
median	4
Q3	5
95-th percentile	6
Maximum	7.5
Range	7.5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.0323373
Coefficient of variation (CV)	0.23910432
Kurtosis	2.574925
Mean	4.3175182
Median Absolute Deviation (MAD)	0
Skewness	0.14533374
Sum	591.5
Variance	1.0657203
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
4	84	61.3%
6	20	14.6%
5	16	11.7%
3	10	7.3%
2	3	2.2%
7.5	2	1.5%
4.5	1	0.7%
0	1	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	0.7%
2	3	2.2%
3	10	7.3%
4	84	61.3%
4.5	1	0.7%
5	16	11.7%
6	20	14.6%
7.5	2	1.5%

Value	Count	Frequency (%)
7.5	2	1.5%
6	20	14.6%
5	16	11.7%
4.5	1	0.7%
4	84	61.3%
3	10	7.3%
2	3	2.2%
0	1	0.7%

P4
Real number (ℝ)

HIGH CORRELATION

Distinct	6
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.3722628

Minimum	3
Maximum	7.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	3
5-th percentile	3
Q1	4
median	4
Q3	5
95-th percentile	6
Maximum	7.5
Range	4.5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.0164623
Coefficient of variation (CV)	0.23247969
Kurtosis	1.0926053
Mean	4.3722628
Median Absolute Deviation (MAD)	0
Skewness	1.03563
Sum	599
Variance	1.0331956
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	72	52.6%
5	22	16.1%
3	20	14.6%
6	17	12.4%
7.5	4	2.9%
4.5	2	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	20	14.6%
4	72	52.6%
4.5	2	1.5%
5	22	16.1%
6	17	12.4%
7.5	4	2.9%

Value	Count	Frequency (%)
7.5	4	2.9%
6	17	12.4%
5	22	16.1%
4.5	2	1.5%
4	72	52.6%
3	20	14.6%

P5
Real number (ℝ)

HIGH CORRELATION

Distinct	7
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0072993

Minimum	1
Maximum	8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	2
95-th percentile	4
Maximum	8
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.2096204
Coefficient of variation (CV)	0.60261091
Kurtosis	8.2688741
Mean	2.0072993
Median Absolute Deviation (MAD)	1
Skewness	2.4142602
Sum	275
Variance	1.4631816
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
2	67	48.9%
1	48	35.0%
4	12	8.8%
3	6	4.4%
8	2	1.5%
6	1	0.7%
5	1	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	48	35.0%
2	67	48.9%
3	6	4.4%
4	12	8.8%
5	1	0.7%
6	1	0.7%
8	2	1.5%

Value	Count	Frequency (%)
8	2	1.5%
6	1	0.7%
5	1	0.7%
4	12	8.8%
3	6	4.4%
2	67	48.9%
1	48	35.0%

P6
Real number (ℝ)

HIGH CORRELATION

Distinct	8
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.3576642

Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	8
Maximum	10
Range	9
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.134235
Coefficient of variation (CV)	0.63563087
Kurtosis	2.068578
Mean	3.3576642
Median Absolute Deviation (MAD)	1
Skewness	1.5628147
Sum	460
Variance	4.5549592
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
2	57	41.6%
3	23	16.8%
4	15	10.9%
5	14	10.2%
1	11	8.0%
8	7	5.1%
10	5	3.6%
6	5	3.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	11	8.0%
2	57	41.6%
3	23	16.8%
4	15	10.9%
5	14	10.2%
6	5	3.6%
8	7	5.1%
10	5	3.6%

Value	Count	Frequency (%)
10	5	3.6%
8	7	5.1%
6	5	3.6%
5	14	10.2%
4	15	10.9%
3	23	16.8%
2	57	41.6%
1	11	8.0%

P7
Real number (ℝ)

HIGH CORRELATION

Distinct	6
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.4233577

Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	5
median	5
Q3	5
95-th percentile	10
Maximum	10
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.2968093
Coefficient of variation (CV)	0.42350319
Kurtosis	0.81246622
Mean	5.4233577
Median Absolute Deviation (MAD)	0
Skewness	0.66905458
Sum	743
Variance	5.2753328
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
5	99	72.3%
10	22	16.1%
1	11	8.0%
4	3	2.2%
3	1	0.7%
2	1	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	11	8.0%
2	1	0.7%
3	1	0.7%
4	3	2.2%
5	99	72.3%
10	22	16.1%

Value	Count	Frequency (%)
10	22	16.1%
5	99	72.3%
4	3	2.2%
3	1	0.7%
2	1	0.7%
1	11	8.0%

P8
Real number (ℝ)

HIGH CORRELATION

Distinct	8
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.1532847

Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	4
median	5
Q3	5
95-th percentile	10
Maximum	10
Range	9
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.8585672
Coefficient of variation (CV)	0.36065682
Kurtosis	1.7017088
Mean	5.1532847
Median Absolute Deviation (MAD)	1
Skewness	1.4743319
Sum	706
Variance	3.4542722
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
5	57	41.6%
4	49	35.8%
8	11	8.0%
10	11	8.0%
3	6	4.4%
1	1	0.7%
2	1	0.7%
6	1	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	0.7%
2	1	0.7%
3	6	4.4%
4	49	35.8%
5	57	41.6%
6	1	0.7%
8	11	8.0%
10	11	8.0%

Value	Count	Frequency (%)
10	11	8.0%
8	11	8.0%
6	1	0.7%
5	57	41.6%
4	49	35.8%
3	6	4.4%
2	1	0.7%
1	1	0.7%

P9
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

5	76
4	38
10	15
8	8

Length

Max length	2
Median length	1
Mean length	1.1094891
Min length	1

Characters and Unicode

Total characters	152
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5
2nd row	5
3rd row	5
4th row	10
5th row	5

Common Values

Value	Count	Frequency (%)
5	76	55.5%
4	38	27.7%
10	15	10.9%
8	8	5.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
5	76	55.5%
4	38	27.7%
10	15	10.9%
8	8	5.8%

Most occurring characters

Value	Count	Frequency (%)
5	76	50.0%
4	38	25.0%
1	15	9.9%
0	15	9.9%
8	8	5.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	152	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	76	50.0%
4	38	25.0%
1	15	9.9%
0	15	9.9%
8	8	5.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	152	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	76	50.0%
4	38	25.0%
1	15	9.9%
0	15	9.9%
8	8	5.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	152	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	76	50.0%
4	38	25.0%
1	15	9.9%
0	15	9.9%
8	8	5.3%

P10
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

5	80
4	34
10	16
8	7

Length

Max length	2
Median length	1
Mean length	1.1167883
Min length	1

Characters and Unicode

Total characters	153
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5
2nd row	5
3rd row	5
4th row	10
5th row	5

Common Values

Value	Count	Frequency (%)
5	80	58.4%
4	34	24.8%
10	16	11.7%
8	7	5.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
5	80	58.4%
4	34	24.8%
10	16	11.7%
8	7	5.1%

Most occurring characters

Value	Count	Frequency (%)
5	80	52.3%
4	34	22.2%
1	16	10.5%
0	16	10.5%
8	7	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	153	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	80	52.3%
4	34	22.2%
1	16	10.5%
0	16	10.5%
8	7	4.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	153	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	80	52.3%
4	34	22.2%
1	16	10.5%
0	16	10.5%
8	7	4.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	153	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	80	52.3%
4	34	22.2%
1	16	10.5%
0	16	10.5%
8	7	4.6%

P11
Real number (ℝ)

HIGH CORRELATION

Distinct	8
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.2627737

Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	6.4
Maximum	10
Range	9
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.910767
Coefficient of variation (CV)	0.58562657
Kurtosis	2.2768928
Mean	3.2627737
Median Absolute Deviation (MAD)	1
Skewness	1.3242616
Sum	447
Variance	3.6510305
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
2	39	28.5%
3	25	18.2%
4	23	16.8%
1	20	14.6%
5	18	13.1%
6	5	3.6%
8	4	2.9%
10	3	2.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	20	14.6%
2	39	28.5%
3	25	18.2%
4	23	16.8%
5	18	13.1%
6	5	3.6%
8	4	2.9%
10	3	2.2%

Value	Count	Frequency (%)
10	3	2.2%
8	4	2.9%
6	5	3.6%
5	18	13.1%
4	23	16.8%
3	25	18.2%
2	39	28.5%
1	20	14.6%

P12
Real number (ℝ)

HIGH CORRELATION

Distinct	7
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.2992701

Minimum	2
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	2
5-th percentile	3
Q1	4
median	5
Q3	5
95-th percentile	10
Maximum	10
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.9416676
Coefficient of variation (CV)	0.36640284
Kurtosis	1.4828483
Mean	5.2992701
Median Absolute Deviation (MAD)	0
Skewness	1.4036384
Sum	726
Variance	3.770073
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
5	76	55.5%
4	26	19.0%
10	15	10.9%
3	8	5.8%
8	6	4.4%
2	4	2.9%
6	2	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	4	2.9%
3	8	5.8%
4	26	19.0%
5	76	55.5%
6	2	1.5%
8	6	4.4%
10	15	10.9%

Value	Count	Frequency (%)
10	15	10.9%
8	6	4.4%
6	2	1.5%
5	76	55.5%
4	26	19.0%
3	8	5.8%
2	4	2.9%

P13
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

5.0	80
4.0	32
7.5	16
6.0	7
3.0	2

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	411
Distinct characters	7
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5.0
2nd row	5.0
3rd row	5.0
4th row	7.5
5th row	5.0

Common Values

Value	Count	Frequency (%)
5.0	80	58.4%
4.0	32	23.4%
7.5	16	11.7%
6.0	7	5.1%
3.0	2	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
5.0	80	58.4%
4.0	32	23.4%
7.5	16	11.7%
6.0	7	5.1%
3.0	2	1.5%

Most occurring characters

Value	Count	Frequency (%)
.	137	33.3%
0	121	29.4%
5	96	23.4%
4	32	7.8%
7	16	3.9%
6	7	1.7%
3	2	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	274	66.7%
Other Punctuation	137	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	121	44.2%
5	96	35.0%
4	32	11.7%
7	16	5.8%
6	7	2.6%
3	2	0.7%

Other Punctuation

Value	Count	Frequency (%)
.	137	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	411	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	137	33.3%
0	121	29.4%
5	96	23.4%
4	32	7.8%
7	16	3.9%
6	7	1.7%
3	2	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	411	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	137	33.3%
0	121	29.4%
5	96	23.4%
4	32	7.8%
7	16	3.9%
6	7	1.7%
3	2	0.5%

P14
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10
Distinct (%)	7.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4160584

Minimum	0
Maximum	15
Zeros	88
Zeros (%)	64.2%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	6
Maximum	15
Range	15
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.7295829
Coefficient of variation (CV)	1.927592
Kurtosis	9.8216661
Mean	1.4160584
Median Absolute Deviation (MAD)	0
Skewness	2.8796444
Sum	194
Variance	7.4506226
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	88	64.2%
3	15	10.9%
1	9	6.6%
2	7	5.1%
4	6	4.4%
6	3	2.2%
9	3	2.2%
5	3	2.2%
15	2	1.5%
12	1	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	88	64.2%
1	9	6.6%
2	7	5.1%
3	15	10.9%
4	6	4.4%
5	3	2.2%
6	3	2.2%
9	3	2.2%
12	1	0.7%
15	2	1.5%

Value	Count	Frequency (%)
15	2	1.5%
12	1	0.7%
9	3	2.2%
6	3	2.2%
5	3	2.2%
4	6	4.4%
3	15	10.9%
2	7	5.1%
1	9	6.6%
0	88	64.2%

P15
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	8
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3868613

Minimum	0
Maximum	10
Zeros	88
Zeros (%)	64.2%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	5.6
Maximum	10
Range	10
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.3986766
Coefficient of variation (CV)	1.7295721
Kurtosis	3.8249903
Mean	1.3868613
Median Absolute Deviation (MAD)	0
Skewness	2.0117896
Sum	190
Variance	5.7536496
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	88	64.2%
4	16	11.7%
2	12	8.8%
1	7	5.1%
5	5	3.6%
10	4	2.9%
8	3	2.2%
3	2	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	88	64.2%
1	7	5.1%
2	12	8.8%
3	2	1.5%
4	16	11.7%
5	5	3.6%
8	3	2.2%
10	4	2.9%

Value	Count	Frequency (%)
10	4	2.9%
8	3	2.2%
5	5	3.6%
4	16	11.7%
3	2	1.5%
2	12	8.8%
1	7	5.1%
0	88	64.2%

P16
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	9
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9416058

Minimum	0
Maximum	15
Zeros	88
Zeros (%)	64.2%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	12
Maximum	15
Range	15
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.505807
Coefficient of variation (CV)	1.8056224
Kurtosis	4.5842865
Mean	1.9416058
Median Absolute Deviation (MAD)	0
Skewness	2.2230149
Sum	266
Variance	12.290683
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	88	64.2%
4	11	8.0%
2	9	6.6%
3	9	6.6%
5	7	5.1%
12	5	3.6%
9	4	2.9%
15	3	2.2%
1	1	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	88	64.2%
1	1	0.7%
2	9	6.6%
3	9	6.6%
4	11	8.0%
5	7	5.1%
9	4	2.9%
12	5	3.6%
15	3	2.2%

Value	Count	Frequency (%)
15	3	2.2%
12	5	3.6%
9	4	2.9%
5	7	5.1%
4	11	8.0%
3	9	6.6%
2	9	6.6%
1	1	0.7%
0	88	64.2%

P17
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	9
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0364964

Minimum	0
Maximum	15
Zeros	88
Zeros (%)	64.2%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	5
Maximum	15
Range	15
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.0306793
Coefficient of variation (CV)	1.9591765
Kurtosis	17.313603
Mean	1.0364964
Median Absolute Deviation (MAD)	0
Skewness	3.4517358
Sum	142
Variance	4.1236582
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	88	64.2%
1	16	11.7%
3	12	8.8%
2	10	7.3%
5	6	4.4%
6	2	1.5%
4	1	0.7%
15	1	0.7%
9	1	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	88	64.2%
1	16	11.7%
2	10	7.3%
3	12	8.8%
4	1	0.7%
5	6	4.4%
6	2	1.5%
9	1	0.7%
15	1	0.7%

Value	Count	Frequency (%)
15	1	0.7%
9	1	0.7%
6	2	1.5%
5	6	4.4%
4	1	0.7%
3	12	8.8%
2	10	7.3%
1	16	11.7%
0	88	64.2%

P18
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	7
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9416058

Minimum	0
Maximum	12
Zeros	88
Zeros (%)	64.2%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4
95-th percentile	12
Maximum	12
Range	12
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.300549
Coefficient of variation (CV)	1.6999068
Kurtosis	3.342757
Mean	1.9416058
Median Absolute Deviation (MAD)	0
Skewness	1.9735586
Sum	266
Variance	10.893624
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	88	64.2%
4	26	19.0%
12	9	6.6%
3	8	5.8%
1	2	1.5%
9	2	1.5%
5	2	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	88	64.2%
1	2	1.5%
3	8	5.8%
4	26	19.0%
5	2	1.5%
9	2	1.5%
12	9	6.6%

Value	Count	Frequency (%)
12	9	6.6%
9	2	1.5%
5	2	1.5%
4	26	19.0%
3	8	5.8%
1	2	1.5%
0	88	64.2%

P19
Real number (ℝ)

HIGH CORRELATION

Distinct	9
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.9051095

Minimum	1
Maximum	25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	5
95-th percentile	20
Maximum	25
Range	24
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	5.6044667
Coefficient of variation (CV)	1.1425773
Kurtosis	5.8651731
Mean	4.9051095
Median Absolute Deviation (MAD)	2
Skewness	2.5032424
Sum	672
Variance	31.410047
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
5	31	22.6%
1	29	21.2%
3	25	18.2%
2	22	16.1%
4	11	8.0%
25	6	4.4%
10	6	4.4%
15	5	3.6%
20	2	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	29	21.2%
2	22	16.1%
3	25	18.2%
4	11	8.0%
5	31	22.6%
10	6	4.4%
15	5	3.6%
20	2	1.5%
25	6	4.4%

Value	Count	Frequency (%)
25	6	4.4%
20	2	1.5%
15	5	3.6%
10	6	4.4%
5	31	22.6%
4	11	8.0%
3	25	18.2%
2	22	16.1%
1	29	21.2%

P20
Real number (ℝ)

HIGH CORRELATION

Distinct	9
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.5474453

Minimum	1
Maximum	15
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	4
Q3	5
95-th percentile	15
Maximum	15
Range	14
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.7080413
Coefficient of variation (CV)	0.81541198
Kurtosis	2.2181083
Mean	4.5474453
Median Absolute Deviation (MAD)	1
Skewness	1.6420478
Sum	623
Variance	13.749571
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
5	41	29.9%
1	28	20.4%
4	16	11.7%
2	16	11.7%
3	16	11.7%
15	9	6.6%
12	5	3.6%
9	5	3.6%
6	1	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	28	20.4%
2	16	11.7%
3	16	11.7%
4	16	11.7%
5	41	29.9%
6	1	0.7%
9	5	3.6%
12	5	3.6%
15	9	6.6%

Value	Count	Frequency (%)
15	9	6.6%
12	5	3.6%
9	5	3.6%
6	1	0.7%
5	41	29.9%
4	16	11.7%
3	16	11.7%
2	16	11.7%
1	28	20.4%

P21
Real number (ℝ)

HIGH CORRELATION

Distinct	8
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.270073

Minimum	1
Maximum	15
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	3
95-th percentile	6
Maximum	15
Range	14
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.0526298
Coefficient of variation (CV)	0.90421311
Kurtosis	11.102708
Mean	2.270073
Median Absolute Deviation (MAD)	0
Skewness	2.7299706
Sum	311
Variance	4.213289
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	73	53.3%
2	24	17.5%
3	16	11.7%
6	9	6.6%
5	7	5.1%
4	5	3.6%
9	2	1.5%
15	1	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	73	53.3%
2	24	17.5%
3	16	11.7%
4	5	3.6%
5	7	5.1%
6	9	6.6%
9	2	1.5%
15	1	0.7%

Value	Count	Frequency (%)
15	1	0.7%
9	2	1.5%
6	9	6.6%
5	7	5.1%
4	5	3.6%
3	16	11.7%
2	24	17.5%
1	73	53.3%

P22
Categorical

Distinct	5
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Memory size	1.2 KiB

1	49
2	40
3	26
4	12
5	10

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	137
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	3
3rd row	1
4th row	1
5th row	2

Common Values

Value	Count	Frequency (%)
1	49	35.8%
2	40	29.2%
3	26	19.0%
4	12	8.8%
5	10	7.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	49	35.8%
2	40	29.2%
3	26	19.0%
4	12	8.8%
5	10	7.3%

Most occurring characters

Value	Count	Frequency (%)
1	49	35.8%
2	40	29.2%
3	26	19.0%
4	12	8.8%
5	10	7.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	137	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	49	35.8%
2	40	29.2%
3	26	19.0%
4	12	8.8%
5	10	7.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	137	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	49	35.8%
2	40	29.2%
3	26	19.0%
4	12	8.8%
5	10	7.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	137	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	49	35.8%
2	40	29.2%
3	26	19.0%
4	12	8.8%
5	10	7.3%

P23
Real number (ℝ)

HIGH CORRELATION

Distinct	9
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.4233577

Minimum	1
Maximum	25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	5
95-th percentile	10
Maximum	25
Range	24
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.5596095
Coefficient of variation (CV)	1.3319115
Kurtosis	11.740818
Mean	3.4233577
Median Absolute Deviation (MAD)	1
Skewness	3.2760598
Sum	469
Variance	20.790039
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	65	47.4%
5	25	18.2%
2	20	14.6%
3	11	8.0%
10	6	4.4%
4	4	2.9%
25	3	2.2%
20	2	1.5%
15	1	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	65	47.4%
2	20	14.6%
3	11	8.0%
4	4	2.9%
5	25	18.2%
10	6	4.4%
15	1	0.7%
20	2	1.5%
25	3	2.2%

Value	Count	Frequency (%)
25	3	2.2%
20	2	1.5%
15	1	0.7%
10	6	4.4%
5	25	18.2%
4	4	2.9%
3	11	8.0%
2	20	14.6%
1	65	47.4%

P24
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	9
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3722628

Minimum	0
Maximum	10
Zeros	88
Zeros (%)	64.2%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	6
Maximum	10
Range	10
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.3041117
Coefficient of variation (CV)	1.6790601
Kurtosis	2.6271333
Mean	1.3722628
Median Absolute Deviation (MAD)	0
Skewness	1.7748834
Sum	188
Variance	5.3089309
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	88	64.2%
5	12	8.8%
2	9	6.6%
1	8	5.8%
3	8	5.8%
4	4	2.9%
8	3	2.2%
6	3	2.2%
10	2	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	88	64.2%
1	8	5.8%
2	9	6.6%
3	8	5.8%
4	4	2.9%
5	12	8.8%
6	3	2.2%
8	3	2.2%
10	2	1.5%

Value	Count	Frequency (%)
10	2	1.5%
8	3	2.2%
6	3	2.2%
5	12	8.8%
4	4	2.9%
3	8	5.8%
2	9	6.6%
1	8	5.8%
0	88	64.2%

P25
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	8
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.2116788

Minimum	0
Maximum	10
Zeros	88
Zeros (%)	64.2%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	5
Maximum	10
Range	10
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.1331786
Coefficient of variation (CV)	1.7605148
Kurtosis	5.0388217
Mean	1.2116788
Median Absolute Deviation (MAD)	0
Skewness	2.2006058
Sum	166
Variance	4.5504508
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	88	64.2%
3	12	8.8%
2	11	8.0%
1	9	6.6%
4	8	5.8%
8	4	2.9%
5	3	2.2%
10	2	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	88	64.2%
1	9	6.6%
2	11	8.0%
3	12	8.8%
4	8	5.8%
5	3	2.2%
8	4	2.9%
10	2	1.5%

Value	Count	Frequency (%)
10	2	1.5%
8	4	2.9%
5	3	2.2%
4	8	5.8%
3	12	8.8%
2	11	8.0%
1	9	6.6%
0	88	64.2%

P26
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10
Distinct (%)	7.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.4708029

Minimum	0
Maximum	12.5
Zeros	88
Zeros (%)	64.2%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2.5
95-th percentile	7.5
Maximum	12.5
Range	12.5
Interquartile range (IQR)	2.5

Descriptive statistics

Standard deviation	2.6120242
Coefficient of variation (CV)	1.7759172
Kurtosis	4.5286585
Mean	1.4708029
Median Absolute Deviation (MAD)	0
Skewness	2.1492647
Sum	201.5
Variance	6.8226707
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	88	64.2%
3	10	7.3%
5	9	6.6%
1	8	5.8%
4	6	4.4%
2	6	4.4%
10	5	3.6%
2.5	2	1.5%
7.5	2	1.5%
12.5	1	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	88	64.2%
1	8	5.8%
2	6	4.4%
2.5	2	1.5%
3	10	7.3%
4	6	4.4%
5	9	6.6%
7.5	2	1.5%
10	5	3.6%
12.5	1	0.7%

Value	Count	Frequency (%)
12.5	1	0.7%
10	5	3.6%
7.5	2	1.5%
5	9	6.6%
4	6	4.4%
3	10	7.3%
2.5	2	1.5%
2	6	4.4%
1	8	5.8%
0	88	64.2%

P27
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	9
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1459854

Minimum	0
Maximum	12.5
Zeros	89
Zeros (%)	65.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	5
Maximum	12.5
Range	12.5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.0670388
Coefficient of variation (CV)	1.8037217
Kurtosis	7.930033
Mean	1.1459854
Median Absolute Deviation (MAD)	0
Skewness	2.4566009
Sum	157
Variance	4.2726492
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	89	65.0%
5	13	9.5%
1	12	8.8%
2.5	7	5.1%
2	6	4.4%
4	4	2.9%
3	4	2.9%
10	1	0.7%
12.5	1	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	89	65.0%
1	12	8.8%
2	6	4.4%
2.5	7	5.1%
3	4	2.9%
4	4	2.9%
5	13	9.5%
10	1	0.7%
12.5	1	0.7%

Value	Count	Frequency (%)
12.5	1	0.7%
10	1	0.7%
5	13	9.5%
4	4	2.9%
3	4	2.9%
2.5	7	5.1%
2	6	4.4%
1	12	8.8%
0	89	65.0%

P28
Real number (ℝ)

HIGH CORRELATION

Distinct	9
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.2226277

Minimum	1
Maximum	12.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2.5
Q3	4
95-th percentile	7.5
Maximum	12.5
Range	11.5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.3088064
Coefficient of variation (CV)	0.71643597
Kurtosis	4.077961
Mean	3.2226277
Median Absolute Deviation (MAD)	0.5
Skewness	1.9205513
Sum	441.5
Variance	5.3305872
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
2	46	33.6%
3	29	21.2%
1	22	16.1%
5	18	13.1%
7.5	7	5.1%
4	7	5.1%
10	4	2.9%
2.5	2	1.5%
12.5	2	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	22	16.1%
2	46	33.6%
2.5	2	1.5%
3	29	21.2%
4	7	5.1%
5	18	13.1%
7.5	7	5.1%
10	4	2.9%
12.5	2	1.5%

Value	Count	Frequency (%)
12.5	2	1.5%
10	4	2.9%
7.5	7	5.1%
5	18	13.1%
4	7	5.1%
3	29	21.2%
2.5	2	1.5%
2	46	33.6%
1	22	16.1%

P29
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	7
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.1350365

Minimum	0
Maximum	7.5
Zeros	2
Zeros (%)	1.5%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2.5
median	3
Q3	3
95-th percentile	7.5
Maximum	7.5
Range	7.5
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	1.680887
Coefficient of variation (CV)	0.53616186
Kurtosis	2.3303905
Mean	3.1350365
Median Absolute Deviation (MAD)	0
Skewness	1.5415445
Sum	429.5
Variance	2.8253811
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
3	80	58.4%
2	20	14.6%
7.5	14	10.2%
1	12	8.8%
2.5	5	3.6%
5	4	2.9%
0	2	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	1.5%
1	12	8.8%
2	20	14.6%
2.5	5	3.6%
3	80	58.4%
5	4	2.9%
7.5	14	10.2%

Value	Count	Frequency (%)
7.5	14	10.2%
5	4	2.9%
3	80	58.4%
2.5	5	3.6%
2	20	14.6%
1	12	8.8%
0	2	1.5%

P30
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	9
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.729927

Minimum	0
Maximum	25
Zeros	88
Zeros (%)	64.2%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4
95-th percentile	20
Maximum	25
Range	25
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	5.5366475
Coefficient of variation (CV)	2.0281302
Kurtosis	8.1417883
Mean	2.729927
Median Absolute Deviation (MAD)	0
Skewness	2.8795992
Sum	374
Variance	30.654465
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	88	64.2%
5	22	16.1%
4	10	7.3%
3	6	4.4%
25	4	2.9%
20	4	2.9%
10	1	0.7%
1	1	0.7%
15	1	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	88	64.2%
1	1	0.7%
3	6	4.4%
4	10	7.3%
5	22	16.1%
10	1	0.7%
15	1	0.7%
20	4	2.9%
25	4	2.9%

Value	Count	Frequency (%)
25	4	2.9%
20	4	2.9%
15	1	0.7%
10	1	0.7%
5	22	16.1%
4	10	7.3%
3	6	4.4%
1	1	0.7%
0	88	64.2%

P31
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10
Distinct (%)	7.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9416058

Minimum	0
Maximum	15
Zeros	88
Zeros (%)	64.2%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	9
Maximum	15
Range	15
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.5120934
Coefficient of variation (CV)	1.8088602
Kurtosis	5.3504626
Mean	1.9416058
Median Absolute Deviation (MAD)	0
Skewness	2.2887909
Sum	266
Variance	12.3348
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	88	64.2%
5	20	14.6%
3	7	5.1%
1	7	5.1%
15	5	3.6%
9	3	2.2%
2	2	1.5%
6	2	1.5%
4	2	1.5%
12	1	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	88	64.2%
1	7	5.1%
2	2	1.5%
3	7	5.1%
4	2	1.5%
5	20	14.6%
6	2	1.5%
9	3	2.2%
12	1	0.7%
15	5	3.6%

Value	Count	Frequency (%)
15	5	3.6%
12	1	0.7%
9	3	2.2%
6	2	1.5%
5	20	14.6%
4	2	1.5%
3	7	5.1%
2	2	1.5%
1	7	5.1%
0	88	64.2%

P32
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10
Distinct (%)	7.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5255474

Minimum	0
Maximum	25
Zeros	88
Zeros (%)	64.2%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	15
Maximum	25
Range	25
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	5.2301168
Coefficient of variation (CV)	2.0708844
Kurtosis	8.549839
Mean	2.5255474
Median Absolute Deviation (MAD)	0
Skewness	2.9163532
Sum	346
Variance	27.354122
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	88	64.2%
3	12	8.8%
5	11	8.0%
4	9	6.6%
2	4	2.9%
10	3	2.2%
20	3	2.2%
25	3	2.2%
15	3	2.2%
1	1	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	88	64.2%
1	1	0.7%
2	4	2.9%
3	12	8.8%
4	9	6.6%
5	11	8.0%
10	3	2.2%
15	3	2.2%
20	3	2.2%
25	3	2.2%

Value	Count	Frequency (%)
25	3	2.2%
20	3	2.2%
15	3	2.2%
10	3	2.2%
5	11	8.0%
4	9	6.6%
3	12	8.8%
2	4	2.9%
1	1	0.7%
0	88	64.2%

P33
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	6
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1386861

Minimum	0
Maximum	6
Zeros	88
Zeros (%)	64.2%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	4
Maximum	6
Range	6
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.6985395
Coefficient of variation (CV)	1.4916661
Kurtosis	0.42748454
Mean	1.1386861
Median Absolute Deviation (MAD)	0
Skewness	1.2416098
Sum	156
Variance	2.8850365
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	88	64.2%
2	19	13.9%
3	12	8.8%
4	12	8.8%
6	4	2.9%
5	2	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	88	64.2%
2	19	13.9%
3	12	8.8%
4	12	8.8%
5	2	1.5%
6	4	2.9%

Value	Count	Frequency (%)
6	4	2.9%
5	2	1.5%
4	12	8.8%
3	12	8.8%
2	19	13.9%
0	88	64.2%

P34
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	8
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.4890511

Minimum	0
Maximum	24
Zeros	88
Zeros (%)	64.2%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	18
Maximum	24
Range	24
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	5.1650932
Coefficient of variation (CV)	2.0751254
Kurtosis	6.7711949
Mean	2.4890511
Median Absolute Deviation (MAD)	0
Skewness	2.7192791
Sum	341
Variance	26.678188
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	88	64.2%
3	18	13.1%
4	12	8.8%
18	8	5.8%
2	4	2.9%
5	3	2.2%
12	2	1.5%
24	2	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	88	64.2%
2	4	2.9%
3	18	13.1%
4	12	8.8%
5	3	2.2%
12	2	1.5%
18	8	5.8%
24	2	1.5%

Value	Count	Frequency (%)
24	2	1.5%
18	8	5.8%
12	2	1.5%
5	3	2.2%
4	12	8.8%
3	18	13.1%
2	4	2.9%
0	88	64.2%

P35
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	8
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0291971

Minimum	0
Maximum	15
Zeros	88
Zeros (%)	64.2%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4
95-th percentile	12
Maximum	15
Range	15
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.4362719
Coefficient of variation (CV)	1.6934146
Kurtosis	3.5373012
Mean	2.0291971
Median Absolute Deviation (MAD)	0
Skewness	1.9852786
Sum	278
Variance	11.807965
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	88	64.2%
4	25	18.2%
12	9	6.6%
5	9	6.6%
3	2	1.5%
1	2	1.5%
2	1	0.7%
15	1	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	88	64.2%
1	2	1.5%
2	1	0.7%
3	2	1.5%
4	25	18.2%
5	9	6.6%
12	9	6.6%
15	1	0.7%

Value	Count	Frequency (%)
15	1	0.7%
12	9	6.6%
5	9	6.6%
4	25	18.2%
3	2	1.5%
2	1	0.7%
1	2	1.5%
0	88	64.2%

P36
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	8
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.2116788

Minimum	0
Maximum	20
Zeros	88
Zeros (%)	64.2%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	12
Maximum	20
Range	20
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	4.1682107
Coefficient of variation (CV)	1.8846365
Kurtosis	5.5511
Mean	2.2116788
Median Absolute Deviation (MAD)	0
Skewness	2.433065
Sum	303
Variance	17.37398
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	88	64.2%
3	22	16.1%
4	7	5.1%
5	7	5.1%
12	6	4.4%
16	5	3.6%
20	1	0.7%
2	1	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	88	64.2%
2	1	0.7%
3	22	16.1%
4	7	5.1%
5	7	5.1%
12	6	4.4%
16	5	3.6%
20	1	0.7%

Value	Count	Frequency (%)
20	1	0.7%
16	5	3.6%
12	6	4.4%
5	7	5.1%
4	7	5.1%
3	22	16.1%
2	1	0.7%
0	88	64.2%

P37
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	8
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1167883

Minimum	0
Maximum	8
Zeros	88
Zeros (%)	64.2%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	5
Maximum	8
Range	8
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.7907676
Coefficient of variation (CV)	1.6034977
Kurtosis	1.7685937
Mean	1.1167883
Median Absolute Deviation (MAD)	0
Skewness	1.576096
Sum	153
Variance	3.2068484
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	88	64.2%
3	13	9.5%
2	11	8.0%
4	9	6.6%
1	8	5.8%
6	5	3.6%
5	2	1.5%
8	1	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	88	64.2%
1	8	5.8%
2	11	8.0%
3	13	9.5%
4	9	6.6%
5	2	1.5%
6	5	3.6%
8	1	0.7%

Value	Count	Frequency (%)
8	1	0.7%
6	5	3.6%
5	2	1.5%
4	9	6.6%
3	13	9.5%
2	11	8.0%
1	8	5.8%
0	88	64.2%

revenue
Real number (ℝ)

UNIQUE

Distinct	137
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4453532.6

Minimum	1149870
Maximum	19696939
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.2 KiB

Quantile statistics

Minimum	1149870
5-th percentile	1875270
Q1	2999068
median	3939804
Q3	5166635
95-th percentile	8683465.2
Maximum	19696939
Range	18547069
Interquartile range (IQR)	2167567

Descriptive statistics

Standard deviation	2576071.6
Coefficient of variation (CV)	0.57843331
Kurtosis	12.055177
Mean	4453532.6
Median Absolute Deviation (MAD)	1077515
Skewness	2.7934787
Sum	6.1013397 × 10⁸
Variance	6.6361449 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5653753	1	0.7%
3753720	1	0.7%
2025297	1	0.7%
2364478	1	0.7%
3426169	1	0.7%
2083447	1	0.7%
6782425	1	0.7%
3410878	1	0.7%
1270499	1	0.7%
3452382	1	0.7%
Other values (127)	127	92.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1149870	1	0.7%
1270499	1	0.7%
1619683	1	0.7%
1734634	1	0.7%
1756069	1	0.7%
1763231	1	0.7%
1847826	1	0.7%
1882131	1	0.7%
1904842	1	0.7%
1999097	1	0.7%

Value	Count	Frequency (%)
19696939	1	0.7%
16549064	1	0.7%
13575224	1	0.7%
9652350	1	0.7%
9262754	1	0.7%
8904084	1	0.7%
8894598	1	0.7%
8630682	1	0.7%
8213524	1	0.7%
7865428	1	0.7%

Year
Real number (ℝ)

HIGH CORRELATION

Distinct	17
Distinct (%)	12.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2008.6788

Minimum	1996
Maximum	2014
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	680.0 B

Quantile statistics

Minimum	1996
5-th percentile	1999
Q1	2007
median	2010
Q3	2011
95-th percentile	2013
Maximum	2014
Range	18
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.0273592
Coefficient of variation (CV)	0.0020049792
Kurtosis	1.5547128
Mean	2008.6788
Median Absolute Deviation (MAD)	2
Skewness	-1.4203688
Sum	275189
Variance	16.219622
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
2011	25	18.2%
2012	18	13.1%
2009	16	11.7%
2010	15	10.9%
2008	14	10.2%
2013	12	8.8%
2007	7	5.1%
2006	7	5.1%
1999	4	2.9%
1998	4	2.9%
Other values (7)	15	10.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1996	1	0.7%
1997	1	0.7%
1998	4	2.9%
1999	4	2.9%
2000	2	1.5%
2002	2	1.5%
2004	3	2.2%
2005	4	2.9%
2006	7	5.1%
2007	7	5.1%

Value	Count	Frequency (%)
2014	2	1.5%
2013	12	8.8%
2012	18	13.1%
2011	25	18.2%
2010	15	10.9%
2009	16	11.7%
2008	14	10.2%
2007	7	5.1%
2006	7	5.1%
2005	4	2.9%

Month
Real number (ℝ)

Distinct	12
Distinct (%)	8.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.0583942

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	680.0 B

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	8
Q3	10
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.5907693
Coefficient of variation (CV)	0.50872326
Kurtosis	-1.2202026
Mean	7.0583942
Median Absolute Deviation (MAD)	3
Skewness	-0.25516754
Sum	967
Variance	12.893624
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
8	17	12.4%
12	17	12.4%
10	15	10.9%
11	12	8.8%
2	11	8.0%
3	11	8.0%
1	11	8.0%
9	11	8.0%
5	10	7.3%
6	9	6.6%
Other values (2)	13	9.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	11	8.0%
2	11	8.0%
3	11	8.0%
4	5	3.6%
5	10	7.3%
6	9	6.6%
7	8	5.8%
8	17	12.4%
9	11	8.0%
10	15	10.9%

Value	Count	Frequency (%)
12	17	12.4%
11	12	8.8%
10	15	10.9%
9	11	8.0%
8	17	12.4%
7	8	5.8%
6	9	6.6%
5	10	7.3%
4	5	3.6%
3	11	8.0%

Years Old
Real number (ℝ)

HIGH CORRELATION

Distinct	17
Distinct (%)	12.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.3211679

Minimum	1
Maximum	19
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	680.0 B

Quantile statistics

Minimum	1
5-th percentile	2
Q1	4
median	5
Q3	8
95-th percentile	16
Maximum	19
Range	18
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.0273592
Coefficient of variation (CV)	0.63712265
Kurtosis	1.5547128
Mean	6.3211679
Median Absolute Deviation (MAD)	2
Skewness	1.4203688
Sum	866
Variance	16.219622
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
4	25	18.2%
3	18	13.1%
6	16	11.7%
5	15	10.9%
7	14	10.2%
2	12	8.8%
8	7	5.1%
9	7	5.1%
16	4	2.9%
17	4	2.9%
Other values (7)	15	10.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	1.5%
2	12	8.8%
3	18	13.1%
4	25	18.2%
5	15	10.9%
6	16	11.7%
7	14	10.2%
8	7	5.1%
9	7	5.1%
10	4	2.9%

Value	Count	Frequency (%)
19	1	0.7%
18	1	0.7%
17	4	2.9%
16	4	2.9%
15	2	1.5%
13	2	1.5%
11	3	2.2%
10	4	2.9%
9	7	5.1%
8	7	5.1%

Auto

Heatmap
Table

	P1	P2	P3	P4	P5	P6	P7	P8	P11	P12	P14	P15	P16	P17	P18	P19	P20	P21	P23	P24	P25	P26	P27	P28	P29	P30	P31	P32	P33	P34	P35	P36	P37	revenue	Year	Month	Years Old	City	City Group	Type	P9	P10	P13	P22
P1	1.000	0.857	0.484	0.510	0.220	0.515	0.761	0.344	0.448	0.307	0.297	0.303	0.306	0.291	0.280	0.716	0.718	0.651	0.676	0.270	0.278	0.289	0.249	0.739	0.143	0.284	0.276	0.279	0.270	0.295	0.267	0.302	0.227	0.232	-0.041	-0.047	0.041	0.263	0.336	0.000	0.577	0.559	0.484	0.303
P2	0.857	1.000	0.372	0.434	0.140	0.589	0.693	0.232	0.407	0.178	0.224	0.227	0.230	0.222	0.205	0.559	0.651	0.551	0.532	0.233	0.233	0.250	0.184	0.720	0.039	0.214	0.222	0.205	0.189	0.212	0.184	0.222	0.148	0.257	-0.129	-0.081	0.129	0.434	0.500	0.148	0.573	0.559	0.489	0.255
P3	0.484	0.372	1.000	0.325	0.084	0.439	0.539	0.514	0.311	0.567	0.287	0.279	0.308	0.275	0.285	0.430	0.490	0.599	0.555	0.259	0.263	0.271	0.215	0.510	0.349	0.280	0.286	0.289	0.257	0.282	0.273	0.299	0.238	0.028	0.031	0.013	-0.031	0.357	0.081	0.697	0.544	0.561	0.510	0.098
P4	0.510	0.434	0.325	1.000	0.657	0.493	0.577	0.352	0.485	0.338	0.067	0.066	0.080	0.047	0.068	0.535	0.401	0.465	0.397	0.041	0.048	0.047	-0.008	0.506	0.185	0.072	0.058	0.065	0.047	0.066	0.035	0.082	0.024	0.044	0.062	0.071	-0.062	0.155	0.113	0.061	0.627	0.650	0.560	0.140
P5	0.220	0.140	0.084	0.657	1.000	0.214	0.354	0.167	0.414	0.217	0.020	0.004	0.028	0.006	0.021	0.430	0.236	0.291	0.246	-0.010	-0.003	-0.010	-0.040	0.225	0.241	0.046	0.001	0.013	0.016	0.024	0.004	0.021	-0.014	-0.018	0.123	-0.033	-0.123	0.399	0.066	0.685	0.436	0.467	0.407	0.000
P6	0.515	0.589	0.439	0.493	0.214	1.000	0.661	0.448	0.266	0.407	0.289	0.285	0.316	0.287	0.313	0.341	0.542	0.407	0.398	0.310	0.304	0.322	0.257	0.577	0.185	0.299	0.324	0.313	0.264	0.303	0.272	0.315	0.268	0.225	-0.206	-0.069	0.206	0.000	0.488	0.000	0.509	0.542	0.472	0.151
P7	0.761	0.693	0.539	0.577	0.354	0.661	1.000	0.523	0.359	0.543	0.309	0.300	0.329	0.295	0.309	0.629	0.651	0.536	0.591	0.286	0.287	0.295	0.250	0.655	0.303	0.307	0.303	0.309	0.286	0.315	0.282	0.321	0.256	0.124	0.061	-0.021	-0.061	0.470	0.230	0.174	0.564	0.565	0.606	0.181
P8	0.344	0.232	0.514	0.352	0.167	0.448	0.523	1.000	-0.232	0.772	0.140	0.116	0.162	0.125	0.167	0.194	0.139	0.205	0.285	0.154	0.144	0.161	0.184	0.275	0.542	0.159	0.188	0.195	0.156	0.190	0.150	0.176	0.170	-0.034	0.086	0.064	-0.086	0.285	0.000	0.000	0.669	0.581	0.494	0.189
P11	0.448	0.407	0.311	0.485	0.414	0.266	0.359	-0.232	1.000	-0.040	0.186	0.187	0.186	0.175	0.158	0.588	0.624	0.594	0.468	0.136	0.153	0.149	0.057	0.497	0.018	0.170	0.131	0.138	0.140	0.150	0.143	0.171	0.091	0.092	-0.021	-0.039	0.021	0.156	0.000	0.000	0.636	0.484	0.415	0.149
P12	0.307	0.178	0.567	0.338	0.217	0.407	0.543	0.772	-0.040	1.000	0.186	0.174	0.215	0.181	0.208	0.293	0.262	0.268	0.439	0.173	0.177	0.178	0.195	0.226	0.547	0.225	0.222	0.236	0.214	0.235	0.198	0.220	0.192	0.019	0.107	0.029	-0.107	0.000	0.119	0.051	0.989	0.761	0.673	0.142
P14	0.297	0.224	0.287	0.067	0.020	0.289	0.309	0.140	0.186	0.186	1.000	0.983	0.981	0.985	0.976	0.342	0.422	0.346	0.361	0.970	0.974	0.969	0.928	0.204	0.058	0.965	0.962	0.963	0.965	0.975	0.970	0.984	0.956	0.097	-0.053	0.008	0.053	0.000	0.067	0.424	0.309	0.380	0.318	0.175
P15	0.303	0.227	0.279	0.066	0.004	0.285	0.300	0.116	0.187	0.174	0.983	1.000	0.984	0.982	0.973	0.356	0.437	0.347	0.373	0.967	0.973	0.966	0.929	0.207	0.047	0.966	0.964	0.962	0.960	0.968	0.969	0.983	0.954	0.081	-0.074	0.001	0.074	0.151	0.178	0.469	0.272	0.289	0.231	0.166
P16	0.306	0.230	0.308	0.080	0.028	0.316	0.329	0.162	0.186	0.215	0.981	0.984	1.000	0.985	0.983	0.360	0.446	0.360	0.399	0.973	0.972	0.969	0.934	0.220	0.080	0.978	0.981	0.979	0.967	0.978	0.974	0.991	0.958	0.080	-0.046	-0.007	0.046	0.075	0.000	0.507	0.358	0.386	0.321	0.043
P17	0.291	0.222	0.275	0.047	0.006	0.287	0.295	0.125	0.175	0.181	0.985	0.982	0.985	1.000	0.975	0.345	0.429	0.332	0.376	0.967	0.977	0.966	0.928	0.198	0.046	0.972	0.969	0.966	0.965	0.971	0.971	0.988	0.957	0.125	-0.065	-0.001	0.065	0.222	0.097	0.385	0.225	0.251	0.198	0.200
P18	0.280	0.205	0.285	0.068	0.021	0.313	0.309	0.167	0.158	0.208	0.976	0.973	0.983	0.975	1.000	0.322	0.407	0.337	0.374	0.962	0.971	0.967	0.938	0.198	0.086	0.971	0.975	0.981	0.966	0.978	0.973	0.987	0.965	0.087	-0.069	-0.008	0.069	0.000	0.000	0.504	0.429	0.473	0.403	0.120
P19	0.716	0.559	0.430	0.535	0.430	0.341	0.629	0.194	0.588	0.293	0.342	0.356	0.360	0.345	0.322	1.000	0.757	0.738	0.750	0.315	0.322	0.315	0.257	0.641	0.129	0.342	0.322	0.330	0.333	0.331	0.320	0.345	0.288	0.106	-0.013	-0.013	0.013	0.212	0.000	0.157	0.595	0.552	0.475	0.179
P20	0.718	0.651	0.490	0.401	0.236	0.542	0.651	0.139	0.624	0.262	0.422	0.437	0.446	0.429	0.407	0.757	1.000	0.708	0.750	0.388	0.397	0.394	0.345	0.709	0.063	0.422	0.411	0.408	0.394	0.410	0.409	0.433	0.346	0.139	-0.049	-0.099	0.049	0.000	0.246	0.080	0.557	0.553	0.479	0.300
P21	0.651	0.551	0.599	0.465	0.291	0.407	0.536	0.205	0.594	0.268	0.346	0.347	0.360	0.332	0.337	0.738	0.708	1.000	0.739	0.306	0.314	0.322	0.244	0.738	0.066	0.330	0.323	0.320	0.306	0.315	0.317	0.337	0.248	0.205	-0.088	0.028	0.088	0.388	0.000	0.143	0.586	0.511	0.434	0.291
P23	0.676	0.532	0.555	0.397	0.246	0.398	0.591	0.285	0.468	0.439	0.361	0.373	0.399	0.376	0.374	0.750	0.750	0.739	1.000	0.332	0.339	0.341	0.321	0.608	0.167	0.392	0.370	0.381	0.371	0.379	0.367	0.389	0.302	0.121	-0.040	-0.055	0.040	0.257	0.000	0.067	0.569	0.495	0.419	0.240
P24	0.270	0.233	0.259	0.041	-0.010	0.310	0.286	0.154	0.136	0.173	0.970	0.967	0.973	0.967	0.962	0.315	0.388	0.306	0.332	1.000	0.987	0.993	0.949	0.205	0.058	0.955	0.970	0.961	0.951	0.962	0.959	0.971	0.952	0.094	-0.070	-0.006	0.070	0.000	0.229	0.426	0.352	0.326	0.264	0.040
P25	0.278	0.233	0.263	0.048	-0.003	0.304	0.287	0.144	0.153	0.177	0.974	0.973	0.972	0.977	0.971	0.322	0.397	0.314	0.339	0.987	1.000	0.989	0.944	0.201	0.058	0.962	0.966	0.961	0.949	0.963	0.963	0.978	0.954	0.116	-0.088	-0.010	0.088	0.000	0.123	0.449	0.278	0.306	0.251	0.085
P26	0.289	0.250	0.271	0.047	-0.010	0.322	0.295	0.161	0.149	0.178	0.969	0.966	0.969	0.966	0.967	0.315	0.394	0.322	0.341	0.993	0.989	1.000	0.945	0.218	0.061	0.962	0.972	0.963	0.951	0.966	0.959	0.972	0.947	0.089	-0.084	-0.014	0.084	0.000	0.225	0.435	0.293	0.317	0.259	0.085
P27	0.249	0.184	0.215	-0.008	-0.040	0.257	0.250	0.184	0.057	0.195	0.928	0.929	0.934	0.928	0.938	0.257	0.345	0.244	0.321	0.949	0.944	0.945	1.000	0.143	0.085	0.942	0.935	0.928	0.934	0.942	0.934	0.935	0.941	0.075	-0.093	-0.029	0.093	0.000	0.023	0.416	0.232	0.221	0.167	0.109
P28	0.739	0.720	0.510	0.506	0.225	0.577	0.655	0.275	0.497	0.226	0.204	0.207	0.220	0.198	0.198	0.641	0.709	0.738	0.608	0.205	0.201	0.218	0.143	1.000	0.007	0.193	0.197	0.197	0.158	0.181	0.169	0.213	0.123	0.313	-0.099	-0.008	0.099	0.000	0.355	0.000	0.538	0.545	0.466	0.318
P29	0.143	0.039	0.349	0.185	0.241	0.185	0.303	0.542	0.018	0.547	0.058	0.047	0.080	0.046	0.086	0.129	0.063	0.066	0.167	0.058	0.058	0.061	0.085	0.007	1.000	0.090	0.091	0.101	0.088	0.100	0.085	0.089	0.097	-0.049	0.087	-0.050	-0.087	0.000	0.138	0.000	0.530	0.541	0.467	0.326
P30	0.284	0.214	0.280	0.072	0.046	0.299	0.307	0.159	0.170	0.225	0.965	0.966	0.978	0.972	0.971	0.342	0.422	0.330	0.392	0.955	0.962	0.962	0.942	0.193	0.090	1.000	0.979	0.978	0.977	0.979	0.970	0.977	0.954	0.060	-0.048	-0.027	0.048	0.334	0.109	0.537	0.400	0.352	0.293	0.091
P31	0.276	0.222	0.286	0.058	0.001	0.324	0.303	0.188	0.131	0.222	0.962	0.964	0.981	0.969	0.975	0.322	0.411	0.323	0.370	0.970	0.966	0.972	0.935	0.197	0.091	0.979	1.000	0.990	0.974	0.978	0.968	0.978	0.957	0.075	-0.052	-0.040	0.052	0.225	0.196	0.476	0.431	0.343	0.282	0.081
P32	0.279	0.205	0.289	0.065	0.013	0.313	0.309	0.195	0.138	0.236	0.963	0.962	0.979	0.966	0.981	0.330	0.408	0.320	0.381	0.961	0.961	0.963	0.928	0.197	0.101	0.978	0.990	1.000	0.981	0.982	0.970	0.981	0.963	0.059	-0.046	-0.030	0.046	0.000	0.101	0.473	0.419	0.389	0.326	0.064
P33	0.270	0.189	0.257	0.047	0.016	0.264	0.286	0.156	0.140	0.214	0.965	0.960	0.967	0.965	0.966	0.333	0.394	0.306	0.371	0.951	0.949	0.951	0.934	0.158	0.088	0.977	0.974	0.981	1.000	0.981	0.970	0.969	0.963	0.070	-0.052	-0.029	0.052	0.332	0.117	0.525	0.273	0.261	0.210	0.117
P34	0.295	0.212	0.282	0.066	0.024	0.303	0.315	0.190	0.150	0.235	0.975	0.968	0.978	0.971	0.978	0.331	0.410	0.315	0.379	0.962	0.963	0.966	0.942	0.181	0.100	0.979	0.978	0.982	0.981	1.000	0.976	0.985	0.963	0.072	-0.052	-0.002	0.052	0.000	0.000	0.483	0.380	0.389	0.327	0.130
P35	0.267	0.184	0.273	0.035	0.004	0.272	0.282	0.150	0.143	0.198	0.970	0.969	0.974	0.971	0.973	0.320	0.409	0.317	0.367	0.959	0.963	0.959	0.934	0.169	0.085	0.970	0.968	0.970	0.970	0.976	1.000	0.980	0.957	0.078	-0.047	0.024	0.047	0.000	0.135	0.527	0.367	0.372	0.311	0.068
P36	0.302	0.222	0.299	0.082	0.021	0.315	0.321	0.176	0.171	0.220	0.984	0.983	0.991	0.988	0.987	0.345	0.433	0.337	0.389	0.971	0.978	0.972	0.935	0.213	0.089	0.977	0.978	0.981	0.969	0.985	0.980	1.000	0.965	0.089	-0.048	0.003	0.048	0.000	0.000	0.514	0.376	0.380	0.319	0.111
P37	0.227	0.148	0.238	0.024	-0.014	0.268	0.256	0.170	0.091	0.192	0.956	0.954	0.958	0.957	0.965	0.288	0.346	0.248	0.302	0.952	0.954	0.947	0.941	0.123	0.097	0.954	0.957	0.963	0.963	0.963	0.957	0.965	1.000	0.084	-0.072	-0.031	0.072	0.160	0.158	0.517	0.262	0.254	0.194	0.148
revenue	0.232	0.257	0.028	0.044	-0.018	0.225	0.124	-0.034	0.092	0.019	0.097	0.081	0.080	0.125	0.087	0.106	0.139	0.205	0.121	0.094	0.116	0.089	0.075	0.313	-0.049	0.060	0.075	0.059	0.070	0.072	0.078	0.089	0.084	1.000	-0.330	0.013	0.330	0.000	0.145	0.000	0.000	0.000	0.000	0.182
Year	-0.041	-0.129	0.031	0.062	0.123	-0.206	0.061	0.086	-0.021	0.107	-0.053	-0.074	-0.046	-0.065	-0.069	-0.013	-0.049	-0.088	-0.040	-0.070	-0.088	-0.084	-0.093	-0.099	0.087	-0.048	-0.052	-0.046	-0.052	-0.052	-0.047	-0.048	-0.072	-0.330	1.000	-0.119	-1.000	0.000	0.143	0.292	0.150	0.146	0.110	0.000
Month	-0.047	-0.081	0.013	0.071	-0.033	-0.069	-0.021	0.064	-0.039	0.029	0.008	0.001	-0.007	-0.001	-0.008	-0.013	-0.099	0.028	-0.055	-0.006	-0.010	-0.014	-0.029	-0.008	-0.050	-0.027	-0.040	-0.030	-0.029	-0.002	0.024	0.003	-0.031	0.013	-0.119	1.000	0.119	0.000	0.193	0.000	0.089	0.078	0.126	0.153
Years Old	0.041	0.129	-0.031	-0.062	-0.123	0.206	-0.061	-0.086	0.021	-0.107	0.053	0.074	0.046	0.065	0.069	0.013	0.049	0.088	0.040	0.070	0.088	0.084	0.093	0.099	-0.087	0.048	0.052	0.046	0.052	0.052	0.047	0.048	0.072	0.330	-1.000	0.119	1.000	0.000	0.110	0.239	0.132	0.143	0.108	0.000
City	0.263	0.434	0.357	0.155	0.399	0.000	0.470	0.285	0.156	0.000	0.000	0.151	0.075	0.222	0.000	0.212	0.000	0.388	0.257	0.000	0.000	0.000	0.000	0.000	0.000	0.334	0.225	0.000	0.332	0.000	0.000	0.000	0.160	0.000	0.000	0.000	0.000	1.000	0.873	0.000	0.000	0.000	0.427	0.000
City Group	0.336	0.500	0.081	0.113	0.066	0.488	0.230	0.000	0.000	0.119	0.067	0.178	0.000	0.097	0.000	0.000	0.246	0.000	0.000	0.229	0.123	0.225	0.023	0.355	0.138	0.109	0.196	0.101	0.117	0.000	0.135	0.000	0.158	0.145	0.143	0.193	0.110	0.873	1.000	0.073	0.111	0.211	0.268	0.245
Type	0.000	0.148	0.697	0.061	0.685	0.000	0.174	0.000	0.000	0.051	0.424	0.469	0.507	0.385	0.504	0.157	0.080	0.143	0.067	0.426	0.449	0.435	0.416	0.000	0.000	0.537	0.476	0.473	0.525	0.483	0.527	0.514	0.517	0.000	0.292	0.000	0.239	0.000	0.073	1.000	0.000	0.000	0.000	0.050
P9	0.577	0.573	0.544	0.627	0.436	0.509	0.564	0.669	0.636	0.989	0.309	0.272	0.358	0.225	0.429	0.595	0.557	0.586	0.569	0.352	0.278	0.293	0.232	0.538	0.530	0.400	0.431	0.419	0.273	0.380	0.367	0.376	0.262	0.000	0.150	0.089	0.132	0.000	0.111	0.000	1.000	0.761	0.758	0.079
P10	0.559	0.559	0.561	0.650	0.467	0.542	0.565	0.581	0.484	0.761	0.380	0.289	0.386	0.251	0.473	0.552	0.553	0.511	0.495	0.326	0.306	0.317	0.221	0.545	0.541	0.352	0.343	0.389	0.261	0.389	0.372	0.380	0.254	0.000	0.146	0.078	0.143	0.000	0.211	0.000	0.761	1.000	0.996	0.023
P13	0.484	0.489	0.510	0.560	0.407	0.472	0.606	0.494	0.415	0.673	0.318	0.231	0.321	0.198	0.403	0.475	0.479	0.434	0.419	0.264	0.251	0.259	0.167	0.466	0.467	0.293	0.282	0.326	0.210	0.327	0.311	0.319	0.194	0.000	0.110	0.126	0.108	0.427	0.268	0.000	0.758	0.996	1.000	0.000
P22	0.303	0.255	0.098	0.140	0.000	0.151	0.181	0.189	0.149	0.142	0.175	0.166	0.043	0.200	0.120	0.179	0.300	0.291	0.240	0.040	0.085	0.085	0.109	0.318	0.326	0.091	0.081	0.064	0.117	0.130	0.068	0.111	0.148	0.182	0.000	0.153	0.000	0.000	0.245	0.050	0.079	0.023	0.000	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	City	City Group	Type	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10	P11	P12	P13	P14	P15	P16	P17	P18	P19	P20	P21	P22	P23	P24	P25	P26	P27	P28	P29	P30	P31	P32	P33	P34	P35	P36	P37	revenue	Year	Month	Years Old
0	İstanbul	Big Cities	IL	4	5.0	4.0	4.0	2	2	5	4	5	5	3	5	5.0	1	2	2	2	4	5	4	1	3	3	1	1	1.0	4.0	2.0	3.0	5	3	4	5	5	4	3	4	5653753.0	1999	7	16
1	Ankara	Big Cities	FC	4	5.0	4.0	4.0	1	2	5	5	5	5	1	5	5.0	0	0	0	0	0	3	2	1	3	2	0	0	0.0	0.0	3.0	3.0	0	0	0	0	0	0	0	0	6923131.0	2008	2	7
2	Diyarbakır	Other	IL	2	4.0	2.0	5.0	2	3	5	5	5	5	2	5	5.0	0	0	0	0	0	1	1	1	1	1	0	0	0.0	0.0	1.0	3.0	0	0	0	0	0	0	0	0	2055379.0	2013	3	2
3	Tokat	Other	IL	6	4.5	6.0	6.0	4	4	10	8	10	10	8	10	7.5	6	4	9	3	12	20	12	6	1	10	2	2	2.5	2.5	2.5	7.5	25	12	10	6	18	12	12	6	2675511.0	2012	2	3
4	Gaziantep	Other	IL	3	4.0	3.0	4.0	2	2	5	5	5	5	2	5	5.0	2	1	2	1	4	2	2	1	2	1	2	3	3.0	5.0	1.0	3.0	5	1	3	2	3	4	3	3	4316715.0	2009	5	6
5	Ankara	Big Cities	FC	6	6.0	4.5	7.5	8	10	10	8	8	8	10	8	6.0	0	0	0	0	0	5	6	3	1	5	0	0	0.0	0.0	7.5	5.0	0	0	0	0	0	0	0	0	5017319.0	2010	2	5
6	İstanbul	Big Cities	IL	2	3.0	4.0	4.0	1	5	5	5	5	5	2	5	5.0	3	4	4	3	4	2	4	1	2	1	5	4	4.0	5.0	1.0	3.0	4	5	2	2	3	5	4	4	5166635.0	2010	10	5
7	İstanbul	Big Cities	IL	4	5.0	4.0	5.0	2	3	5	4	4	4	4	3	4.0	0	0	0	0	0	3	5	2	4	2	0	0	0.0	0.0	3.0	2.0	0	0	0	0	0	0	0	0	4491607.0	2011	6	4
8	Afyonkarahisar	Other	IL	1	1.0	4.0	4.0	1	2	1	5	5	5	1	5	5.0	1	1	2	1	4	1	1	1	1	1	4	4	4.0	2.0	2.0	3.0	4	5	5	3	4	5	4	5	4952497.0	2010	8	5
9	Edirne	Other	IL	6	4.5	6.0	7.5	6	4	10	10	10	10	2	10	7.5	0	0	0	0	0	25	3	3	1	10	0	0	0.0	0.0	5.0	2.5	0	0	0	0	0	0	0	0	5444227.0	2011	11	4

	City	City Group	Type	P1	P2	P3	P4	P5	P6	P7	P8	P9	P10	P11	P12	P13	P19	P20	P21	P22	P23	P28	P29	revenue	Year	Month	Years Old
127	Bursa	Other	FC	3	4.0	4.0	4.0	2	2	5	5	5	5	1	5	5.0	3	2	1	2	1	3.0	3.0	7592272.0	2007	9	8
128	Ankara	Big Cities	FC	2	4.0	4.0	4.0	1	2	5	5	5	5	1	5	5.0	1	1	1	1	1	3.0	2.0	2383840.0	2011	10	4
129	Eskişehir	Other	FC	4	5.0	5.0	4.0	2	2	5	4	5	5	3	5	5.0	5	5	4	5	5	4.0	1.0	3939804.0	2007	2	8
130	Osmaniye	Other	FC	3	4.0	3.0	4.0	2	1	5	5	5	5	2	5	5.0	3	1	1	1	1	2.0	3.0	3376145.0	2011	10	4
131	Ankara	Big Cities	FC	3	4.0	4.0	5.0	3	4	5	4	4	4	5	4	4.0	4	5	1	2	1	3.0	2.0	3199619.0	2002	11	13
132	Trabzon	Other	FC	2	3.0	3.0	5.0	4	2	4	4	4	4	4	4	4.0	4	3	2	1	1	2.0	3.0	5787594.0	2008	6	7
133	İzmir	Big Cities	FC	4	5.0	4.0	4.0	2	3	5	4	4	5	5	4	5.0	3	2	2	1	1	3.0	3.0	9262754.0	2006	10	9
134	Kayseri	Other	FC	3	4.0	4.0	4.0	2	3	5	5	5	5	1	5	5.0	2	3	1	2	2	2.0	3.0	2544857.0	2006	7	9
135	İstanbul	Big Cities	FC	4	5.0	4.0	5.0	2	2	5	5	5	5	2	5	5.0	1	1	1	1	1	3.0	3.0	7217634.0	2010	10	5
136	İstanbul	Big Cities	FC	4	5.0	3.0	5.0	2	2	5	4	4	5	4	4	5.0	2	1	1	1	1	3.0	3.0	6363241.0	2009	9	6

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts